• "Slash LLM Sizes by 70% Losslessly with DFloat11—API’d Through Avobot.com"

  • Apr 25 2025
  • Duración: 15 m
  • Podcast

"Slash LLM Sizes by 70% Losslessly with DFloat11—API’d Through Avobot.com"

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  • Resumen

  • DFloat11 (DF11) is a game-changer for GPU inference, delivering lossless compression for LLMs by smartly targeting redundant BF16 exponent bits and applying Huffman coding. Unlike lossy 8-bit quantization, DF11 guarantees identical outputs while shrinking model sizes by ~70%, enabling bigger batches, longer contexts, and more efficient GPU memory use. Decompression overhead? Minimal—still faster than CPU offloading. Avobot.com supercharges your AI stack with flat-rate, unlimited access to GPT-4o, Gemini, Claude, DeepSeek, and more via a single API key. To start building, visit Avobot.com.
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